10325196
8323
Heinrich Peters
10093
Supervised Classification
16345
sklearn.pipeline.Pipeline(simpleimputer=sklearn.impute._base.SimpleImputer,standardscaler=sklearn.preprocessing.data.StandardScaler,svc=sklearn.svm.classes.SVC)(1)
8180881
add_indicator
false
12737
copy
true
12737
fill_value
null
12737
missing_values
NaN
12737
strategy
"most_frequent"
12737
verbose
0
12737
copy
true
13294
with_mean
true
13294
with_std
true
13294
C
2.127152514532044
13389
cache_size
200
13389
class_weight
null
13389
coef0
0.7775734071002594
13389
decision_function_shape
"ovr"
13389
degree
2
13389
gamma
0.08348320534923016
13389
kernel
"poly"
13389
max_iter
-1
13389
probability
false
13389
random_state
55567
13389
shrinking
true
13389
tol
0.001
13389
verbose
false
13389
memory
null
16345
steps
[{"oml-python:serialized_object": "component_reference", "value": {"key": "simpleimputer", "step_name": "simpleimputer"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "standardscaler", "step_name": "standardscaler"}}, {"oml-python:serialized_object": "component_reference", "value": {"key": "svc", "step_name": "svc"}}]
16345
verbose
false
16345
openml-python
Sklearn_0.21.2.
1462
banknote-authentication
https://www.openml.org/data/download/1586223/php50jXam
-1
21572078
description
https://api.openml.org/data/download/21572078/description.xml
-1
21572079
predictions
https://api.openml.org/data/download/21572079/predictions.arff
area_under_roc_curve
0.9980314960629921 [0.998031,0.998031]
average_cost
0
f_measure
0.9978139365137135 [0.998028,0.997547]
kappa
0.9955746503586728
kb_relative_information_score
0.9955484847286985
mean_absolute_error
0.002186588921282799
mean_prior_absolute_error
0.49387203415364794
number_of_instances
1372 [762,610]
precision
0.9978241121664232 [1,0.995106]
predictive_accuracy
0.9978134110787172
prior_entropy
0.9911281447384036
recall
0.9978134110787172 [0.996063,1]
relative_absolute_error
0.004427440247816364
root_mean_prior_squared_error
0.4969220835611905
root_mean_squared_error
0.04676097647914122
root_relative_squared_error
0.09410122436907781
total_cost
0
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
1 [1,1]
area_under_roc_curve
0.9934210526315789 [0.993421,0.993421]
area_under_roc_curve
0.9868421052631579 [0.986842,0.986842]
area_under_roc_curve
1 [1,1]
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
average_cost
0
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
1 [1,1]
f_measure
0.9927062319881188 [0.993377,0.99187]
f_measure
0.985421866415509 [0.986667,0.983871]
f_measure
1 [1,1]
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
1
kappa
0.9852481964035749
kappa
0.9705439690389164
kappa
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
1
kb_relative_information_score
0.9851430722518728
kb_relative_information_score
0.9702861445037456
kb_relative_information_score
1
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0
mean_absolute_error
0.0072992700729927005
mean_absolute_error
0.014598540145985401
mean_absolute_error
0
mean_prior_absolute_error
0.49358690378246245
mean_prior_absolute_error
0.49358690378246245
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
mean_prior_absolute_error
0.49394383705734374
number_of_instances
138 [77,61]
number_of_instances
138 [77,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
number_of_instances
137 [76,61]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
1 [1,1]
precision
0.9928184600894748 [1,0.983871]
precision
0.9858649055729347 [1,0.968254]
precision
1 [1,1]
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
1
predictive_accuracy
0.9927007299270073
predictive_accuracy
0.9854014598540146
predictive_accuracy
1
prior_entropy
0.9903020513891087
prior_entropy
0.9903020513891087
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
prior_entropy
0.9913361755453535
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
1 [1,1]
recall
0.9927007299270073 [0.986842,1]
recall
0.9854014598540146 [0.973684,1]
recall
1 [1,1]
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0
relative_absolute_error
0.01477753041009256
relative_absolute_error
0.02955506082018512
relative_absolute_error
0
root_mean_prior_squared_error
0.49663510423610374
root_mean_prior_squared_error
0.49663510423610374
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_prior_squared_error
0.4969943259580404
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0
root_mean_squared_error
0.0854357657716761
root_mean_squared_error
0.12082441866603538
root_mean_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0
root_relative_squared_error
0.1719049118055508
root_relative_squared_error
0.24311025771396072
root_relative_squared_error
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
total_cost
0
usercpu_time_millis
10.115814002347179
usercpu_time_millis
10.63859499845421
usercpu_time_millis
12.042617996485205
usercpu_time_millis
11.347464998834766
usercpu_time_millis
10.361036998801865
usercpu_time_millis
15.919980996841332
usercpu_time_millis
13.214653998147696
usercpu_time_millis
11.736025997379329
usercpu_time_millis
11.7795890000707
usercpu_time_millis
10.657608003384667
usercpu_time_millis_testing
0.8833829997456633
usercpu_time_millis_testing
1.0132499992323574
usercpu_time_millis_testing
1.0463849976076744
usercpu_time_millis_testing
1.0035660016001202
usercpu_time_millis_testing
0.973038997472031
usercpu_time_millis_testing
0.9115779976127669
usercpu_time_millis_testing
0.9926419988914859
usercpu_time_millis_testing
0.9987859993998427
usercpu_time_millis_testing
1.0339399996155407
usercpu_time_millis_testing
0.9744180024426896
usercpu_time_millis_training
9.232431002601516
usercpu_time_millis_training
9.625344999221852
usercpu_time_millis_training
10.996232998877531
usercpu_time_millis_training
10.343898997234646
usercpu_time_millis_training
9.387998001329834
usercpu_time_millis_training
15.008402999228565
usercpu_time_millis_training
12.22201199925621
usercpu_time_millis_training
10.737239997979486
usercpu_time_millis_training
10.74564900045516
usercpu_time_millis_training
9.683190000941977
wall_clock_time_millis
10.126590728759766
wall_clock_time_millis
10.662555694580078
wall_clock_time_millis
12.086629867553711
wall_clock_time_millis
11.376380920410156
wall_clock_time_millis
10.371208190917969
wall_clock_time_millis
15.931367874145508
wall_clock_time_millis
13.242006301879883
wall_clock_time_millis
11.755704879760742
wall_clock_time_millis
11.792898178100586
wall_clock_time_millis
10.668754577636719
wall_clock_time_millis_testing
0.8893013000488281
wall_clock_time_millis_testing
1.0182857513427734
wall_clock_time_millis_testing
1.050710678100586
wall_clock_time_millis_testing
1.0082721710205078
wall_clock_time_millis_testing
0.9787082672119141
wall_clock_time_millis_testing
0.9160041809082031
wall_clock_time_millis_testing
0.9982585906982422
wall_clock_time_millis_testing
1.0037422180175781
wall_clock_time_millis_testing
1.039266586303711
wall_clock_time_millis_testing
0.9796619415283203
wall_clock_time_millis_training
9.237289428710938
wall_clock_time_millis_training
9.644269943237305
wall_clock_time_millis_training
11.035919189453125
wall_clock_time_millis_training
10.368108749389648
wall_clock_time_millis_training
9.392499923706055
wall_clock_time_millis_training
15.015363693237305
wall_clock_time_millis_training
12.24374771118164
wall_clock_time_millis_training
10.751962661743164
wall_clock_time_millis_training
10.753631591796875
wall_clock_time_millis_training
9.689092636108398